Dataset statistics
| Number of variables | 27 |
|---|---|
| Number of observations | 34706 |
| Missing cells | 63990 |
| Missing cells (%) | 6.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 7.1 MiB |
| Average record size in memory | 216.0 B |
Variable types
| Text | 1 |
|---|---|
| DateTime | 1 |
| Numeric | 19 |
| Categorical | 6 |
S2 has 4583 (13.2%) missing values | Missing |
S4 has 3532 (10.2%) missing values | Missing |
S5 has 18395 (53.0%) missing values | Missing |
S6 has 18395 (53.0%) missing values | Missing |
S7 has 18395 (53.0%) missing values | Missing |
S2 is highly skewed (γ1 = 51.10741875) | Skewed |
phq4_score has 11884 (34.2%) zeros | Zeros |
phq2_score has 14164 (40.8%) zeros | Zeros |
gad2_score has 18270 (52.6%) zeros | Zeros |
P1 has 7479 (21.5%) zeros | Zeros |
P2 has 18754 (54.0%) zeros | Zeros |
P3 has 6787 (19.6%) zeros | Zeros |
P4 has 25384 (73.1%) zeros | Zeros |
S1 has 1811 (5.2%) zeros | Zeros |
S3 has 18238 (52.5%) zeros | Zeros |
S4 has 1479 (4.3%) zeros | Zeros |
S5 has 700 (2.0%) zeros | Zeros |
S6 has 700 (2.0%) zeros | Zeros |
Reproduction
| Analysis started | 2024-05-24 17:39:03.731278 |
|---|---|
| Analysis finished | 2024-05-24 17:39:21.043009 |
| Duration | 17.31 seconds |
| Software version | ydata-profiling v4.8.3 |
| Download configuration | config.json |
uid
Text
| Distinct | 220 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 271.3 KiB |
Length
| Max length | 32 |
|---|---|
| Median length | 32 |
| Mean length | 32 |
| Min length | 32 |
Characters and Unicode
| Total characters | 1110592 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 3569e2f520db9014b4acc4227a6421c1 |
|---|---|
| 2nd row | 3569e2f520db9014b4acc4227a6421c1 |
| 3rd row | 3569e2f520db9014b4acc4227a6421c1 |
| 4th row | 3569e2f520db9014b4acc4227a6421c1 |
| 5th row | 3569e2f520db9014b4acc4227a6421c1 |
| Value | Count | Frequency (%) |
| aeeb186fafcc356f44cae870555f4a0d | 441 | 1.3% |
| 862f10a8c357e957a59d122077b3a5ad | 436 | 1.3% |
| c37f9221f44e9ca35a49180dc05a7587 | 417 | 1.2% |
| 73e13f8273906f7f43a077f95ec48e7d | 388 | 1.1% |
| 7d2c632a05bbb03ca97555d61be83c41 | 383 | 1.1% |
| 1d2263527eed2a54e88d340fb8e55308 | 377 | 1.1% |
| 35cf1abf179310dc33907d953f590366 | 372 | 1.1% |
| 46b53cdf4d639d54e894d92b6dff817f | 349 | 1.0% |
| bd6de07de02a8c2e98018a1c7daecc87 | 344 | 1.0% |
| ffc4b142e017c162ed4db7b05414fc4b | 335 | 1.0% |
| Other values (210) | 30864 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 79812 | 7.2% |
| 3 | 73025 | 6.6% |
| 5 | 71714 | 6.5% |
| 1 | 71009 | 6.4% |
| d | 70849 | 6.4% |
| 7 | 70286 | 6.3% |
| c | 69623 | 6.3% |
| a | 69321 | 6.2% |
| e | 68788 | 6.2% |
| 4 | 68442 | 6.2% |
| Other values (6) | 397723 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1110592 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 79812 | 7.2% |
| 3 | 73025 | 6.6% |
| 5 | 71714 | 6.5% |
| 1 | 71009 | 6.4% |
| d | 70849 | 6.4% |
| 7 | 70286 | 6.3% |
| c | 69623 | 6.3% |
| a | 69321 | 6.2% |
| e | 68788 | 6.2% |
| 4 | 68442 | 6.2% |
| Other values (6) | 397723 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1110592 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 79812 | 7.2% |
| 3 | 73025 | 6.6% |
| 5 | 71714 | 6.5% |
| 1 | 71009 | 6.4% |
| d | 70849 | 6.4% |
| 7 | 70286 | 6.3% |
| c | 69623 | 6.3% |
| a | 69321 | 6.2% |
| e | 68788 | 6.2% |
| 4 | 68442 | 6.2% |
| Other values (6) | 397723 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1110592 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 79812 | 7.2% |
| 3 | 73025 | 6.6% |
| 5 | 71714 | 6.5% |
| 1 | 71009 | 6.4% |
| d | 70849 | 6.4% |
| 7 | 70286 | 6.3% |
| c | 69623 | 6.3% |
| a | 69321 | 6.2% |
| e | 68788 | 6.2% |
| 4 | 68442 | 6.2% |
| Other values (6) | 397723 |
day_survey
Date
| Distinct | 1749 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 4 |
| Missing (%) | < 0.1% |
| Memory size | 271.3 KiB |
| Minimum | 2017-09-08 00:00:00 |
|---|---|
| Maximum | 2022-06-25 00:00:00 |
Histogram with fixed size bins (bins=50)
pam
Real number (ℝ)
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.2572186 |
| Minimum | 1 |
|---|---|
| Maximum | 16 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 15 |
| Maximum | 16 |
| Range | 15 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 4.3295091 |
|---|---|
| Coefficient of variation (CV) | 0.59657967 |
| Kurtosis | -0.98789293 |
| Mean | 7.2572186 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.29796348 |
| Sum | 251840 |
| Variance | 18.744649 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 7 | 5381 | |
| 3 | 5167 | |
| 10 | 3681 | |
| 1 | 3297 | |
| 4 | 2713 | |
| 13 | 2704 | |
| 9 | 2191 | 6.3% |
| 14 | 1335 | 3.8% |
| 8 | 1258 | 3.6% |
| 2 | 1235 | 3.6% |
| Other values (6) | 5740 |
| Value | Count | Frequency (%) |
| 1 | 3297 | |
| 2 | 1235 | 3.6% |
| 3 | 5167 | |
| 4 | 2713 | |
| 5 | 1064 | 3.1% |
| 6 | 1125 | 3.2% |
| 7 | 5381 | |
| 8 | 1258 | 3.6% |
| 9 | 2191 | |
| 10 | 3681 |
| Value | Count | Frequency (%) |
| 16 | 1162 | 3.3% |
| 15 | 864 | 2.5% |
| 14 | 1335 | 3.8% |
| 13 | 2704 | |
| 12 | 1221 | 3.5% |
| 11 | 304 | 0.9% |
| 10 | 3681 | |
| 9 | 2191 | |
| 8 | 1258 | 3.6% |
| 7 | 5381 |
phq4_score
Real number (ℝ)
ZEROS
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.3005879 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 11884 |
| Zeros (%) | 34.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 8 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.6201541 |
|---|---|
| Coefficient of variation (CV) | 1.1389063 |
| Kurtosis | 2.2172468 |
| Mean | 2.3005879 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.4740684 |
| Sum | 79835 |
| Variance | 6.8652076 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 0 | 11884 | |
| 1 | 5132 | |
| 4 | 4854 | |
| 2 | 4725 | 13.6% |
| 3 | 3168 | 9.1% |
| 5 | 1266 | 3.6% |
| 6 | 1009 | 2.9% |
| 8 | 822 | 2.4% |
| 7 | 606 | 1.7% |
| 12 | 484 | 1.4% |
| Other values (3) | 752 | 2.2% |
| Value | Count | Frequency (%) |
| 0 | 11884 | |
| 1 | 5132 | |
| 2 | 4725 | 13.6% |
| 3 | 3168 | 9.1% |
| 4 | 4854 | |
| 5 | 1266 | 3.6% |
| 6 | 1009 | 2.9% |
| 7 | 606 | 1.7% |
| 8 | 822 | 2.4% |
| 9 | 327 | 0.9% |
| Value | Count | Frequency (%) |
| 12 | 484 | 1.4% |
| 11 | 130 | 0.4% |
| 10 | 295 | 0.8% |
| 9 | 327 | 0.9% |
| 8 | 822 | 2.4% |
| 7 | 606 | 1.7% |
| 6 | 1009 | 2.9% |
| 5 | 1266 | 3.6% |
| 4 | 4854 | |
| 3 | 3168 |
phq2_score
Real number (ℝ)
ZEROS
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2501009 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 14164 |
| Zeros (%) | 40.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.4093797 |
|---|---|
| Coefficient of variation (CV) | 1.1274128 |
| Kurtosis | 1.835754 |
| Mean | 1.2501009 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.3342404 |
| Sum | 43381 |
| Variance | 1.9863512 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 14164 | |
| 2 | 9389 | |
| 1 | 6857 | |
| 4 | 1605 | 4.6% |
| 3 | 1515 | 4.4% |
| 6 | 921 | 2.7% |
| 5 | 251 | 0.7% |
| (Missing) | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 14164 | |
| 1 | 6857 | |
| 2 | 9389 | |
| 3 | 1515 | 4.4% |
| 4 | 1605 | 4.6% |
| 5 | 251 | 0.7% |
| 6 | 921 | 2.7% |
| Value | Count | Frequency (%) |
| 6 | 921 | 2.7% |
| 5 | 251 | 0.7% |
| 4 | 1605 | 4.6% |
| 3 | 1515 | 4.4% |
| 2 | 9389 | |
| 1 | 6857 | |
| 0 | 14164 |
gad2_score
Real number (ℝ)
ZEROS
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0496801 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 18270 |
| Zeros (%) | 52.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.4363969 |
|---|---|
| Coefficient of variation (CV) | 1.3684139 |
| Kurtosis | 2.2450056 |
| Mean | 1.0496801 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.5696332 |
| Sum | 36426 |
| Variance | 2.063236 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 18270 | |
| 2 | 6907 | 19.9% |
| 1 | 5365 | 15.5% |
| 3 | 1520 | 4.4% |
| 4 | 1401 | 4.0% |
| 6 | 888 | 2.6% |
| 5 | 351 | 1.0% |
| (Missing) | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 18270 | |
| 1 | 5365 | 15.5% |
| 2 | 6907 | 19.9% |
| 3 | 1520 | 4.4% |
| 4 | 1401 | 4.0% |
| 5 | 351 | 1.0% |
| 6 | 888 | 2.6% |
| Value | Count | Frequency (%) |
| 6 | 888 | 2.6% |
| 5 | 351 | 1.0% |
| 4 | 1401 | 4.0% |
| 3 | 1520 | 4.4% |
| 2 | 6907 | 19.9% |
| 1 | 5365 | 15.5% |
| 0 | 18270 |
social_level
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4 |
| Missing (%) | < 0.1% |
| Memory size | 271.3 KiB |
| 3.0 | |
|---|---|
| 4.0 | |
| 2.0 | |
| 5.0 | |
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 104106 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 3.0 |
| 3rd row | 2.0 |
| 4th row | 3.0 |
| 5th row | 4.0 |
Common Values
| Value | Count | Frequency (%) |
| 3.0 | 9621 | |
| 4.0 | 8021 | |
| 2.0 | 6916 | |
| 5.0 | 6019 | |
| 1.0 | 4125 | |
| (Missing) | 4 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3.0 | 9621 | |
| 4.0 | 8021 | |
| 2.0 | 6916 | |
| 5.0 | 6019 | |
| 1.0 | 4125 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 34702 | |
| 0 | 34702 | |
| 3 | 9621 | 9.2% |
| 4 | 8021 | 7.7% |
| 2 | 6916 | 6.6% |
| 5 | 6019 | 5.8% |
| 1 | 4125 | 4.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 104106 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| . | 34702 | |
| 0 | 34702 | |
| 3 | 9621 | 9.2% |
| 4 | 8021 | 7.7% |
| 2 | 6916 | 6.6% |
| 5 | 6019 | 5.8% |
| 1 | 4125 | 4.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 104106 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| . | 34702 | |
| 0 | 34702 | |
| 3 | 9621 | 9.2% |
| 4 | 8021 | 7.7% |
| 2 | 6916 | 6.6% |
| 5 | 6019 | 5.8% |
| 1 | 4125 | 4.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 104106 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| . | 34702 | |
| 0 | 34702 | |
| 3 | 9621 | 9.2% |
| 4 | 8021 | 7.7% |
| 2 | 6916 | 6.6% |
| 5 | 6019 | 5.8% |
| 1 | 4125 | 4.0% |
sse_score
Real number (ℝ)
| Distinct | 17 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.047548 |
| Minimum | 4 |
|---|---|
| Maximum | 20 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 11 |
| median | 13 |
| Q3 | 15 |
| 95-th percentile | 18 |
| Maximum | 20 |
| Range | 16 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.1918545 |
|---|---|
| Coefficient of variation (CV) | 0.24463253 |
| Kurtosis | 0.038608081 |
| Mean | 13.047548 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.19702515 |
| Sum | 452776 |
| Variance | 10.187935 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 12 | 4980 | |
| 13 | 4364 | |
| 14 | 3998 | |
| 16 | 3353 | |
| 11 | 3155 | |
| 15 | 3034 | |
| 10 | 2624 | |
| 17 | 2620 | |
| 9 | 1596 | 4.6% |
| 8 | 1146 | 3.3% |
| Other values (7) | 3832 |
| Value | Count | Frequency (%) |
| 4 | 352 | 1.0% |
| 5 | 288 | 0.8% |
| 6 | 341 | 1.0% |
| 7 | 591 | 1.7% |
| 8 | 1146 | 3.3% |
| 9 | 1596 | 4.6% |
| 10 | 2624 | |
| 11 | 3155 | |
| 12 | 4980 | |
| 13 | 4364 |
| Value | Count | Frequency (%) |
| 20 | 931 | 2.7% |
| 19 | 564 | 1.6% |
| 18 | 765 | 2.2% |
| 17 | 2620 | |
| 16 | 3353 | |
| 15 | 3034 | |
| 14 | 3998 | |
| 13 | 4364 | |
| 12 | 4980 | |
| 11 | 3155 |
stress
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4 |
| Missing (%) | < 0.1% |
| Memory size | 271.3 KiB |
| 2.0 | |
|---|---|
| 3.0 | |
| 1.0 | |
| 4.0 | |
| 5.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 104106 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 2.0 |
| 4th row | 3.0 |
| 5th row | 2.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 11786 | |
| 3.0 | 9892 | |
| 1.0 | 6616 | |
| 4.0 | 4691 | 13.5% |
| 5.0 | 1717 | 4.9% |
| (Missing) | 4 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2.0 | 11786 | |
| 3.0 | 9892 | |
| 1.0 | 6616 | |
| 4.0 | 4691 | 13.5% |
| 5.0 | 1717 | 4.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 34702 | |
| 0 | 34702 | |
| 2 | 11786 | 11.3% |
| 3 | 9892 | 9.5% |
| 1 | 6616 | 6.4% |
| 4 | 4691 | 4.5% |
| 5 | 1717 | 1.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 104106 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| . | 34702 | |
| 0 | 34702 | |
| 2 | 11786 | 11.3% |
| 3 | 9892 | 9.5% |
| 1 | 6616 | 6.4% |
| 4 | 4691 | 4.5% |
| 5 | 1717 | 1.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 104106 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| . | 34702 | |
| 0 | 34702 | |
| 2 | 11786 | 11.3% |
| 3 | 9892 | 9.5% |
| 1 | 6616 | 6.4% |
| 4 | 4691 | 4.5% |
| 5 | 1717 | 1.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 104106 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| . | 34702 | |
| 0 | 34702 | |
| 2 | 11786 | 11.3% |
| 3 | 9892 | 9.5% |
| 1 | 6616 | 6.4% |
| 4 | 4691 | 4.5% |
| 5 | 1717 | 1.6% |
gender
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4 |
| Missing (%) | < 0.1% |
| Memory size | 271.3 KiB |
| F | |
|---|---|
| M | |
| both | 274 |
Length
| Max length | 4 |
|---|---|
| Median length | 1 |
| Mean length | 1.0236874 |
| Min length | 1 |
Characters and Unicode
| Total characters | 35524 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | both |
|---|---|
| 2nd row | both |
| 3rd row | both |
| 4th row | both |
| 5th row | both |
Common Values
| Value | Count | Frequency (%) |
| F | 23438 | |
| M | 10990 | |
| both | 274 | 0.8% |
| (Missing) | 4 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| f | 23438 | |
| m | 10990 | |
| both | 274 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| F | 23438 | |
| M | 10990 | |
| b | 274 | 0.8% |
| o | 274 | 0.8% |
| t | 274 | 0.8% |
| h | 274 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 35524 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| F | 23438 | |
| M | 10990 | |
| b | 274 | 0.8% |
| o | 274 | 0.8% |
| t | 274 | 0.8% |
| h | 274 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 35524 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| F | 23438 | |
| M | 10990 | |
| b | 274 | 0.8% |
| o | 274 | 0.8% |
| t | 274 | 0.8% |
| h | 274 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 35524 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| F | 23438 | |
| M | 10990 | |
| b | 274 | 0.8% |
| o | 274 | 0.8% |
| t | 274 | 0.8% |
| h | 274 | 0.8% |
race
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4 |
| Missing (%) | < 0.1% |
| Memory size | 271.3 KiB |
| white | |
|---|---|
| asian | |
| more than one | 1475 |
| other/hispanic | 1364 |
| black | 1334 |
| Other values (3) | 710 |
Length
| Max length | 29 |
|---|---|
| Median length | 5 |
| Mean length | 6.0893608 |
| Min length | 5 |
Characters and Unicode
| Total characters | 211313 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | white |
|---|---|
| 2nd row | white |
| 3rd row | white |
| 4th row | white |
| 5th row | white |
Common Values
| Value | Count | Frequency (%) |
| white | 20817 | |
| asian | 9002 | |
| more than one | 1475 | 4.2% |
| other/hispanic | 1364 | 3.9% |
| black | 1334 | 3.8% |
| american indian/alaska native | 322 | 0.9% |
| alaskan native/white | 209 | 0.6% |
| american indian/white | 179 | 0.5% |
| (Missing) | 4 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| white | 20817 | |
| asian | 9002 | |
| more | 1475 | 3.8% |
| than | 1475 | 3.8% |
| one | 1475 | 3.8% |
| other/hispanic | 1364 | 3.5% |
| black | 1334 | 3.4% |
| american | 501 | 1.3% |
| indian/alaska | 322 | 0.8% |
| native | 322 | 0.8% |
| Other values (3) | 597 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 34969 | |
| e | 26551 | |
| a | 25804 | |
| h | 25408 | |
| t | 24575 | |
| w | 21205 | |
| n | 15559 | |
| s | 10897 | 5.2% |
| o | 4314 | 2.0% |
| 3982 | 1.9% | |
| Other values (10) | 18049 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 211313 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 34969 | |
| e | 26551 | |
| a | 25804 | |
| h | 25408 | |
| t | 24575 | |
| w | 21205 | |
| n | 15559 | |
| s | 10897 | 5.2% |
| o | 4314 | 2.0% |
| 3982 | 1.9% | |
| Other values (10) | 18049 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 211313 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 34969 | |
| e | 26551 | |
| a | 25804 | |
| h | 25408 | |
| t | 24575 | |
| w | 21205 | |
| n | 15559 | |
| s | 10897 | 5.2% |
| o | 4314 | 2.0% |
| 3982 | 1.9% | |
| Other values (10) | 18049 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 211313 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 34969 | |
| e | 26551 | |
| a | 25804 | |
| h | 25408 | |
| t | 24575 | |
| w | 21205 | |
| n | 15559 | |
| s | 10897 | 5.2% |
| o | 4314 | 2.0% |
| 3982 | 1.9% | |
| Other values (10) | 18049 |
OS
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 271.3 KiB |
| iOS | |
|---|---|
| Android |
Length
| Max length | 7 |
|---|---|
| Median length | 3 |
| Mean length | 3.9214545 |
| Min length | 3 |
Characters and Unicode
| Total characters | 136098 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Android |
|---|---|
| 2nd row | Android |
| 3rd row | Android |
| 4th row | Android |
| 5th row | Android |
Common Values
| Value | Count | Frequency (%) |
| iOS | 26711 | |
| Android | 7995 | 23.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| ios | 26711 | |
| android | 7995 | 23.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 34706 | |
| O | 26711 | |
| S | 26711 | |
| d | 15990 | |
| A | 7995 | 5.9% |
| n | 7995 | 5.9% |
| r | 7995 | 5.9% |
| o | 7995 | 5.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 136098 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 34706 | |
| O | 26711 | |
| S | 26711 | |
| d | 15990 | |
| A | 7995 | 5.9% |
| n | 7995 | 5.9% |
| r | 7995 | 5.9% |
| o | 7995 | 5.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 136098 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 34706 | |
| O | 26711 | |
| S | 26711 | |
| d | 15990 | |
| A | 7995 | 5.9% |
| n | 7995 | 5.9% |
| r | 7995 | 5.9% |
| o | 7995 | 5.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 136098 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 34706 | |
| O | 26711 | |
| S | 26711 | |
| d | 15990 | |
| A | 7995 | 5.9% |
| n | 7995 | 5.9% |
| r | 7995 | 5.9% |
| o | 7995 | 5.9% |
cohort_year
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Memory size | 271.3 KiB |
| 2018.0 | |
|---|---|
| 2017.0 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 208224 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2017.0 |
|---|---|
| 2nd row | 2017.0 |
| 3rd row | 2017.0 |
| 4th row | 2017.0 |
| 5th row | 2017.0 |
Common Values
| Value | Count | Frequency (%) |
| 2018.0 | 17598 | |
| 2017.0 | 17106 | |
| (Missing) | 2 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2018.0 | 17598 | |
| 2017.0 | 17106 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 69408 | |
| 2 | 34704 | |
| 1 | 34704 | |
| . | 34704 | |
| 8 | 17598 | 8.5% |
| 7 | 17106 | 8.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 208224 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 69408 | |
| 2 | 34704 | |
| 1 | 34704 | |
| . | 34704 | |
| 8 | 17598 | 8.5% |
| 7 | 17106 | 8.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 208224 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 69408 | |
| 2 | 34704 | |
| 1 | 34704 | |
| . | 34704 | |
| 8 | 17598 | 8.5% |
| 7 | 17106 | 8.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 208224 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 69408 | |
| 2 | 34704 | |
| 1 | 34704 | |
| . | 34704 | |
| 8 | 17598 | 8.5% |
| 7 | 17106 | 8.2% |
P1
Real number (ℝ)
ZEROS
| Distinct | 25201 |
|---|---|
| Distinct (%) | 72.6% |
| Missing | 4 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8853.9435 |
| Minimum | 0 |
|---|---|
| Maximum | 43029.5 |
| Zeros | 7479 |
| Zeros (%) | 21.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3983 |
| median | 9494.1 |
| Q3 | 13267.45 |
| 95-th percentile | 18520.345 |
| Maximum | 43029.5 |
| Range | 43029.5 |
| Interquartile range (IQR) | 9284.45 |
Descriptive statistics
| Standard deviation | 6157.9781 |
|---|---|
| Coefficient of variation (CV) | 0.69550682 |
| Kurtosis | -0.7128497 |
| Mean | 8853.9435 |
| Median Absolute Deviation (MAD) | 4248.25 |
| Skewness | 0.023173334 |
| Sum | 3.0724955 × 108 |
| Variance | 37920695 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 7479 | 21.5% |
| 11853.4 | 4 | < 0.1% |
| 13226.2 | 4 | < 0.1% |
| 11695.9 | 4 | < 0.1% |
| 10737.7 | 4 | < 0.1% |
| 11788.3 | 4 | < 0.1% |
| 13702 | 4 | < 0.1% |
| 12251.2 | 4 | < 0.1% |
| 14201 | 4 | < 0.1% |
| 5609.6 | 3 | < 0.1% |
| Other values (25191) | 27188 | |
| (Missing) | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 7479 | |
| 0.5 | 1 | < 0.1% |
| 0.5714285714 | 1 | < 0.1% |
| 0.9 | 1 | < 0.1% |
| 1.333333333 | 2 | < 0.1% |
| 1.571428571 | 1 | < 0.1% |
| 1.666666667 | 1 | < 0.1% |
| 3.833333333 | 1 | < 0.1% |
| 5.9 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 43029.5 | 1 | |
| 32758.1 | 1 | |
| 32734.5 | 1 | |
| 32095.9 | 1 | |
| 32066.1 | 1 | |
| 31683.75 | 1 | |
| 31503 | 1 | |
| 30850.7 | 1 | |
| 30841 | 1 | |
| 30607.9 | 1 |
P2
Real number (ℝ)
ZEROS
| Distinct | 14840 |
|---|---|
| Distinct (%) | 43.0% |
| Missing | 157 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6377419 |
| Minimum | 0 |
|---|---|
| Maximum | 23.002912 |
| Zeros | 18754 |
| Zeros (%) | 54.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2.6044722 |
| 95-th percentile | 6.5410454 |
| Maximum | 23.002912 |
| Range | 23.002912 |
| Interquartile range (IQR) | 2.6044722 |
Descriptive statistics
| Standard deviation | 2.8707786 |
|---|---|
| Coefficient of variation (CV) | 1.7528883 |
| Kurtosis | 11.858651 |
| Mean | 1.6377419 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.9667358 |
| Sum | 56582.345 |
| Variance | 8.24137 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 18754 | |
| 0.05 | 33 | 0.1% |
| 0.1666944444 | 24 | 0.1% |
| 0.1166666667 | 18 | 0.1% |
| 0.08336111111 | 16 | < 0.1% |
| 0.2000277778 | 15 | < 0.1% |
| 0.1166944444 | 14 | < 0.1% |
| 0.1000277778 | 12 | < 0.1% |
| 0.06669444444 | 12 | < 0.1% |
| 0.06666666667 | 12 | < 0.1% |
| Other values (14830) | 15639 | |
| (Missing) | 157 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 18754 | |
| 0.01666666667 | 1 | < 0.1% |
| 0.03333333333 | 2 | < 0.1% |
| 0.03336111111 | 1 | < 0.1% |
| 0.03361111111 | 2 | < 0.1% |
| 0.03427777778 | 2 | < 0.1% |
| 0.03441666667 | 1 | < 0.1% |
| 0.03461111111 | 1 | < 0.1% |
| 0.03477777778 | 2 | < 0.1% |
| 0.03513888889 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 23.00291222 | 1 | |
| 22.10058333 | 1 | |
| 21.96547222 | 1 | |
| 21.73336111 | 1 | |
| 21.68663889 | 1 | |
| 21.63622222 | 1 | |
| 21.53913889 | 1 | |
| 21.25377778 | 1 | |
| 21.23377683 | 1 | |
| 21.14190631 | 1 |
P3
Real number (ℝ)
ZEROS
| Distinct | 27578 |
|---|---|
| Distinct (%) | 79.8% |
| Missing | 157 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.751511 |
| Minimum | 0 |
|---|---|
| Maximum | 23.981444 |
| Zeros | 6787 |
| Zeros (%) | 19.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3.7496944 |
| median | 10.752083 |
| Q3 | 14.643222 |
| 95-th percentile | 20.089128 |
| Maximum | 23.981444 |
| Range | 23.981444 |
| Interquartile range (IQR) | 10.893528 |
Descriptive statistics
| Standard deviation | 6.6300403 |
|---|---|
| Coefficient of variation (CV) | 0.67989876 |
| Kurtosis | -1.0317415 |
| Mean | 9.751511 |
| Median Absolute Deviation (MAD) | 4.78625 |
| Skewness | -0.12397822 |
| Sum | 336904.95 |
| Variance | 43.957434 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 6787 | 19.6% |
| 0.05 | 4 | < 0.1% |
| 3.020305556 | 4 | < 0.1% |
| 0.1704258611 | 4 | < 0.1% |
| 0.1705490556 | 4 | < 0.1% |
| 1.673934389 | 4 | < 0.1% |
| 1.2495 | 3 | < 0.1% |
| 9.223555556 | 3 | < 0.1% |
| 2.249889 | 3 | < 0.1% |
| 3.044055556 | 3 | < 0.1% |
| Other values (27568) | 27730 | |
| (Missing) | 157 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 6787 | |
| 0.01666666667 | 1 | < 0.1% |
| 0.03327777778 | 1 | < 0.1% |
| 0.03330555556 | 1 | < 0.1% |
| 0.03375155556 | 1 | < 0.1% |
| 0.03380461111 | 1 | < 0.1% |
| 0.03447222222 | 2 | < 0.1% |
| 0.03658333333 | 1 | < 0.1% |
| 0.03944444444 | 1 | < 0.1% |
| 0.03961111111 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 23.98144444 | 1 | |
| 23.97108333 | 1 | |
| 23.97080556 | 1 | |
| 23.9443585 | 1 | |
| 23.93147222 | 1 | |
| 23.92102778 | 1 | |
| 23.90494444 | 1 | |
| 23.90466667 | 1 | |
| 23.90455556 | 1 | |
| 23.90455556 | 1 |
P4
Real number (ℝ)
ZEROS
| Distinct | 6538 |
|---|---|
| Distinct (%) | 18.9% |
| Missing | 157 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.15353227 |
| Minimum | 0 |
|---|---|
| Maximum | 14.685222 |
| Zeros | 25384 |
| Zeros (%) | 73.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.066666667 |
| 95-th percentile | 0.87479444 |
| Maximum | 14.685222 |
| Range | 14.685222 |
| Interquartile range (IQR) | 0.066666667 |
Descriptive statistics
| Standard deviation | 0.46047347 |
|---|---|
| Coefficient of variation (CV) | 2.9991966 |
| Kurtosis | 104.85233 |
| Mean | 0.15353227 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.1917398 |
| Sum | 5304.3864 |
| Variance | 0.21203582 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 25384 | |
| 0.06666666667 | 70 | 0.2% |
| 0.05 | 67 | 0.2% |
| 0.1166944444 | 60 | 0.2% |
| 0.08333333333 | 53 | 0.2% |
| 0.06669444444 | 51 | 0.1% |
| 0.1 | 41 | 0.1% |
| 0.15 | 38 | 0.1% |
| 0.08336111111 | 38 | 0.1% |
| 0.06663888889 | 37 | 0.1% |
| Other values (6528) | 8710 | 25.1% |
| (Missing) | 157 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 25384 | |
| 0.01666716667 | 1 | < 0.1% |
| 0.03319444444 | 1 | < 0.1% |
| 0.03325 | 1 | < 0.1% |
| 0.03333333333 | 1 | < 0.1% |
| 0.03336111111 | 1 | < 0.1% |
| 0.03391666667 | 2 | < 0.1% |
| 0.03444444444 | 1 | < 0.1% |
| 0.03452777778 | 2 | < 0.1% |
| 0.03469444444 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 14.68522222 | 1 | |
| 12.69905556 | 1 | |
| 12.44058333 | 1 | |
| 10.28533333 | 1 | |
| 10.06680556 | 1 | |
| 8.640944444 | 1 | |
| 6.978666667 | 1 | |
| 6.862111111 | 1 | |
| 6.428333333 | 1 | |
| 6.181055556 | 1 |
S1
Real number (ℝ)
ZEROS
| Distinct | 23471 |
|---|---|
| Distinct (%) | 67.6% |
| Missing | 4 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2172.9635 |
| Minimum | 0 |
|---|---|
| Maximum | 25374.3 |
| Zeros | 1811 |
| Zeros (%) | 5.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 288 |
| median | 1403.3 |
| Q3 | 3344.65 |
| 95-th percentile | 6762.61 |
| Maximum | 25374.3 |
| Range | 25374.3 |
| Interquartile range (IQR) | 3056.65 |
Descriptive statistics
| Standard deviation | 2387.247 |
|---|---|
| Coefficient of variation (CV) | 1.0986135 |
| Kurtosis | 5.4819674 |
| Mean | 2172.9635 |
| Median Absolute Deviation (MAD) | 1259.25 |
| Skewness | 1.8113631 |
| Sum | 75406178 |
| Variance | 5698948.3 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1811 | 5.2% |
| 19.5 | 19 | 0.1% |
| 1.5 | 17 | < 0.1% |
| 5 | 15 | < 0.1% |
| 32.9 | 14 | < 0.1% |
| 3 | 12 | < 0.1% |
| 8.5 | 12 | < 0.1% |
| 1.6 | 12 | < 0.1% |
| 7.8 | 11 | < 0.1% |
| 18 | 11 | < 0.1% |
| Other values (23461) | 32768 |
| Value | Count | Frequency (%) |
| 0 | 1811 | |
| 0.3 | 3 | < 0.1% |
| 0.4 | 3 | < 0.1% |
| 0.5 | 2 | < 0.1% |
| 0.6 | 2 | < 0.1% |
| 0.6666666667 | 1 | < 0.1% |
| 0.7 | 1 | < 0.1% |
| 0.8 | 4 | < 0.1% |
| 0.9 | 4 | < 0.1% |
| 1 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 25374.3 | 1 | |
| 24673.4 | 1 | |
| 24092.2 | 1 | |
| 23886.5 | 1 | |
| 23354.2 | 1 | |
| 22334.4 | 1 | |
| 22123.7 | 1 | |
| 21248 | 1 | |
| 21071.5 | 1 | |
| 20450.9 | 1 |
S2
Real number (ℝ)
MISSING SKEWED
| Distinct | 29628 |
|---|---|
| Distinct (%) | 98.4% |
| Missing | 4583 |
| Missing (%) | 13.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 164481.14 |
| Minimum | 0 |
|---|---|
| Maximum | 1.4242156 × 108 |
| Zeros | 267 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1159.08 |
| Q1 | 5482.391 |
| median | 22575.538 |
| Q3 | 75181.498 |
| 95-th percentile | 463231.3 |
| Maximum | 1.4242156 × 108 |
| Range | 1.4242156 × 108 |
| Interquartile range (IQR) | 69699.107 |
Descriptive statistics
| Standard deviation | 1867988.4 |
|---|---|
| Coefficient of variation (CV) | 11.356855 |
| Kurtosis | 3493.9396 |
| Mean | 164481.14 |
| Median Absolute Deviation (MAD) | 19557.114 |
| Skewness | 51.107419 |
| Sum | 4.9546653 × 109 |
| Variance | 3.4893807 × 1012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 267 | 0.8% |
| 417.376509 | 6 | < 0.1% |
| 73.81279146 | 4 | < 0.1% |
| 0.8144253537 | 4 | < 0.1% |
| 9.796842445 | 3 | < 0.1% |
| 9.321555283 | 3 | < 0.1% |
| 11.48979321 | 3 | < 0.1% |
| 137.1731203 | 3 | < 0.1% |
| 2154.098184 | 3 | < 0.1% |
| 4773.407923 | 3 | < 0.1% |
| Other values (29618) | 29824 | |
| (Missing) | 4583 | 13.2% |
| Value | Count | Frequency (%) |
| 0 | 267 | |
| 0.3152189938 | 1 | < 0.1% |
| 0.3699870183 | 2 | < 0.1% |
| 0.3751709523 | 2 | < 0.1% |
| 0.8136327639 | 1 | < 0.1% |
| 0.8144253537 | 4 | < 0.1% |
| 1.032295243 | 2 | < 0.1% |
| 1.124663488 | 1 | < 0.1% |
| 1.371707153 | 1 | < 0.1% |
| 1.413705336 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 142421562.1 | 1 | |
| 142391822.1 | 1 | |
| 142380475.7 | 1 | |
| 55951647.87 | 1 | |
| 55914254.36 | 1 | |
| 42122126.02 | 1 | |
| 42121761.16 | 1 | |
| 42120759.64 | 1 | |
| 41827623.8 | 1 | |
| 41827212.35 | 1 |
S3
Real number (ℝ)
ZEROS
| Distinct | 15222 |
|---|---|
| Distinct (%) | 44.1% |
| Missing | 157 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.79524211 |
| Minimum | 0 |
|---|---|
| Maximum | 18.871861 |
| Zeros | 18238 |
| Zeros (%) | 52.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.1855833 |
| 95-th percentile | 3.269146 |
| Maximum | 18.871861 |
| Range | 18.871861 |
| Interquartile range (IQR) | 1.1855833 |
Descriptive statistics
| Standard deviation | 1.4832008 |
|---|---|
| Coefficient of variation (CV) | 1.8650933 |
| Kurtosis | 26.750526 |
| Mean | 0.79524211 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.1012815 |
| Sum | 27474.82 |
| Variance | 2.1998845 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 18238 | |
| 0.05 | 38 | 0.1% |
| 0.1 | 21 | 0.1% |
| 0.06666666667 | 19 | 0.1% |
| 0.1666944444 | 18 | 0.1% |
| 0.08333333333 | 18 | 0.1% |
| 0.06669444444 | 17 | < 0.1% |
| 0.1166666667 | 15 | < 0.1% |
| 0.08336111111 | 14 | < 0.1% |
| 0.1166944444 | 14 | < 0.1% |
| Other values (15212) | 16137 | |
| (Missing) | 157 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 18238 | |
| 0.01687447222 | 1 | < 0.1% |
| 0.03288888889 | 2 | < 0.1% |
| 0.03333333333 | 1 | < 0.1% |
| 0.03438888889 | 1 | < 0.1% |
| 0.03505555556 | 2 | < 0.1% |
| 0.03616666667 | 2 | < 0.1% |
| 0.03691358025 | 1 | < 0.1% |
| 0.037 | 1 | < 0.1% |
| 0.03763888889 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 18.87186111 | 1 | |
| 17.45444525 | 1 | |
| 17.37983333 | 1 | |
| 17.30280556 | 1 | |
| 17.23944444 | 1 | |
| 17.19877292 | 1 | |
| 16.61297222 | 1 | |
| 16.59935728 | 1 | |
| 16.39552106 | 1 | |
| 16.35594444 | 1 |
S4
Real number (ℝ)
MISSING ZEROS
| Distinct | 275 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 3532 |
| Missing (%) | 10.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.4101619 |
| Minimum | 0 |
|---|---|
| Maximum | 11.3 |
| Zeros | 1479 |
| Zeros (%) | 4.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.33333333 |
| Q1 | 1.8 |
| median | 3.3 |
| Q3 | 4.9 |
| 95-th percentile | 6.6 |
| Maximum | 11.3 |
| Range | 11.3 |
| Interquartile range (IQR) | 3.1 |
Descriptive statistics
| Standard deviation | 1.9159857 |
|---|---|
| Coefficient of variation (CV) | 0.56184596 |
| Kurtosis | -0.67241027 |
| Mean | 3.4101619 |
| Median Absolute Deviation (MAD) | 1.5 |
| Skewness | 0.21288477 |
| Sum | 106308.39 |
| Variance | 3.6710011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 1505 | 4.3% |
| 0 | 1479 | 4.3% |
| 1.1 | 700 | 2.0% |
| 1.3 | 619 | 1.8% |
| 4 | 617 | 1.8% |
| 1.2 | 578 | 1.7% |
| 2 | 572 | 1.6% |
| 3 | 547 | 1.6% |
| 3.5 | 540 | 1.6% |
| 3.1 | 532 | 1.5% |
| Other values (265) | 23485 | |
| (Missing) | 3532 | 10.2% |
| Value | Count | Frequency (%) |
| 0 | 1479 | |
| 0.1 | 15 | < 0.1% |
| 0.1111111111 | 4 | < 0.1% |
| 0.125 | 3 | < 0.1% |
| 0.1428571429 | 2 | < 0.1% |
| 0.1666666667 | 6 | < 0.1% |
| 0.2 | 14 | < 0.1% |
| 0.2222222222 | 3 | < 0.1% |
| 0.25 | 20 | 0.1% |
| 0.2857142857 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 11.3 | 2 | |
| 11.2 | 2 | |
| 11 | 2 | |
| 10.9 | 2 | |
| 10.8 | 1 | < 0.1% |
| 10.5 | 2 | |
| 10.3 | 2 | |
| 10.2 | 3 | |
| 10.1 | 2 | |
| 10 | 1 | < 0.1% |
S5
Real number (ℝ)
MISSING ZEROS
| Distinct | 14985 |
|---|---|
| Distinct (%) | 91.9% |
| Missing | 18395 |
| Missing (%) | 53.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.50653 |
| Minimum | 0 |
|---|---|
| Maximum | 106.25492 |
| Zeros | 700 |
| Zeros (%) | 2.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.19408376 |
| Q1 | 5.8402466 |
| median | 10.337346 |
| Q3 | 16.551765 |
| 95-th percentile | 30.719688 |
| Maximum | 106.25492 |
| Range | 106.25492 |
| Interquartile range (IQR) | 10.711518 |
Descriptive statistics
| Standard deviation | 10.10011 |
|---|---|
| Coefficient of variation (CV) | 0.80758694 |
| Kurtosis | 7.6799989 |
| Mean | 12.50653 |
| Median Absolute Deviation (MAD) | 5.0941038 |
| Skewness | 2.0471799 |
| Sum | 203994.01 |
| Variance | 102.01222 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 700 | 2.0% |
| 5.650047975 | 4 | < 0.1% |
| 13.73271486 | 4 | < 0.1% |
| 67.58068606 | 4 | < 0.1% |
| 0.001666666667 | 4 | < 0.1% |
| 4.500825846 | 4 | < 0.1% |
| 52.97686122 | 4 | < 0.1% |
| 2.876171431 | 4 | < 0.1% |
| 18.69403 | 4 | < 0.1% |
| 2.210433882 | 4 | < 0.1% |
| Other values (14975) | 15575 | |
| (Missing) | 18395 |
| Value | Count | Frequency (%) |
| 0 | 700 | |
| 0.0002380385622 | 1 | < 0.1% |
| 0.0002542803865 | 1 | < 0.1% |
| 0.000322962644 | 1 | < 0.1% |
| 0.0003571853792 | 1 | < 0.1% |
| 0.0004168982768 | 2 | < 0.1% |
| 0.0004991680532 | 1 | < 0.1% |
| 0.0005 | 1 | < 0.1% |
| 0.0005036937542 | 1 | < 0.1% |
| 0.000508560773 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 106.2549212 | 1 | < 0.1% |
| 99.94049944 | 1 | < 0.1% |
| 98.42052744 | 1 | < 0.1% |
| 94.10399983 | 3 | |
| 93.4679085 | 2 | |
| 90 | 1 | < 0.1% |
| 89.50591965 | 1 | < 0.1% |
| 87.95779987 | 1 | < 0.1% |
| 84.79136164 | 1 | < 0.1% |
| 81.01231812 | 1 | < 0.1% |
S6
Real number (ℝ)
MISSING ZEROS
| Distinct | 14848 |
|---|---|
| Distinct (%) | 91.0% |
| Missing | 18395 |
| Missing (%) | 53.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.398949 |
| Minimum | 0 |
|---|---|
| Maximum | 84.765226 |
| Zeros | 700 |
| Zeros (%) | 2.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.0807959 |
| Q1 | 5.5596611 |
| median | 8.9568025 |
| Q3 | 13.589376 |
| 95-th percentile | 23.861803 |
| Maximum | 84.765226 |
| Range | 84.765226 |
| Interquartile range (IQR) | 8.0297145 |
Descriptive statistics
| Standard deviation | 7.3564186 |
|---|---|
| Coefficient of variation (CV) | 0.70741942 |
| Kurtosis | 5.526554 |
| Mean | 10.398949 |
| Median Absolute Deviation (MAD) | 3.8377391 |
| Skewness | 1.6944187 |
| Sum | 169617.26 |
| Variance | 54.116895 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 700 | 2.0% |
| 4 | 10 | < 0.1% |
| 2 | 7 | < 0.1% |
| 12 | 7 | < 0.1% |
| 6 | 7 | < 0.1% |
| 10.8 | 6 | < 0.1% |
| 8 | 6 | < 0.1% |
| 16 | 6 | < 0.1% |
| 14 | 5 | < 0.1% |
| 1.5 | 5 | < 0.1% |
| Other values (14838) | 15552 | |
| (Missing) | 18395 |
| Value | Count | Frequency (%) |
| 0 | 700 | |
| 0.08823096907 | 2 | < 0.1% |
| 0.1999666722 | 1 | < 0.1% |
| 0.2856462747 | 1 | < 0.1% |
| 0.2969337941 | 1 | < 0.1% |
| 0.3003003003 | 1 | < 0.1% |
| 0.3051364638 | 1 | < 0.1% |
| 0.3157833242 | 2 | < 0.1% |
| 0.3608205703 | 1 | < 0.1% |
| 0.3875551728 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 84.76522568 | 1 | |
| 80.9826534 | 1 | |
| 65.42315819 | 1 | |
| 65.18370983 | 1 | |
| 63.64779212 | 1 | |
| 60.33891108 | 1 | |
| 60.14958852 | 1 | |
| 58.50771186 | 1 | |
| 56.75107691 | 1 | |
| 56.73246604 | 1 |
S7
Real number (ℝ)
MISSING
| Distinct | 15636 |
|---|---|
| Distinct (%) | 95.9% |
| Missing | 18395 |
| Missing (%) | 53.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.427442 |
| Minimum | 3.5081967 |
|---|---|
| Maximum | 119.98947 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 3.5081967 |
|---|---|
| 5-th percentile | 34.681042 |
| Q1 | 49.061972 |
| median | 58.986266 |
| Q3 | 71.35485 |
| 95-th percentile | 89.966285 |
| Maximum | 119.98947 |
| Range | 116.48128 |
| Interquartile range (IQR) | 22.292878 |
Descriptive statistics
| Standard deviation | 17.032139 |
|---|---|
| Coefficient of variation (CV) | 0.28186099 |
| Kurtosis | 0.27783495 |
| Mean | 60.427442 |
| Median Absolute Deviation (MAD) | 10.936662 |
| Skewness | 0.30936948 |
| Sum | 985632.01 |
| Variance | 290.09375 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 59.97501041 | 5 | < 0.1% |
| 44.74972191 | 4 | < 0.1% |
| 26.29508197 | 4 | < 0.1% |
| 49.51323097 | 4 | < 0.1% |
| 39.04007395 | 4 | < 0.1% |
| 55.87110868 | 4 | < 0.1% |
| 59.97496871 | 4 | < 0.1% |
| 37.09803922 | 4 | < 0.1% |
| 59.98333333 | 4 | < 0.1% |
| 51.23845195 | 4 | < 0.1% |
| Other values (15626) | 16270 | |
| (Missing) | 18395 |
| Value | Count | Frequency (%) |
| 3.508196721 | 1 | |
| 3.66 | 1 | |
| 4.264297612 | 1 | |
| 4.380366915 | 1 | |
| 5.036319613 | 1 | |
| 6.866666667 | 1 | |
| 6.891891892 | 2 | |
| 7.206703911 | 1 | |
| 7.960032781 | 1 | |
| 7.977237455 | 1 |
| Value | Count | Frequency (%) |
| 119.9894746 | 2 | |
| 119.9886909 | 2 | |
| 119.9815993 | 1 | |
| 119.9698795 | 2 | |
| 119.968116 | 1 | |
| 119.9666277 | 1 | |
| 119.9652979 | 1 | |
| 119.9550067 | 1 | |
| 119.953411 | 1 | |
| 119.9500156 | 1 |
Z1
Real number (ℝ)
| Distinct | 1338 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 4 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.46623 |
| Minimum | 2.375 |
|---|---|
| Maximum | 23.75 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 2.375 |
|---|---|
| 5-th percentile | 4.9 |
| Q1 | 6.375 |
| median | 7.325 |
| Q3 | 8.2 |
| 95-th percentile | 10.074821 |
| Maximum | 23.75 |
| Range | 21.375 |
| Interquartile range (IQR) | 1.825 |
Descriptive statistics
| Standard deviation | 2.049388 |
|---|---|
| Coefficient of variation (CV) | 0.27448766 |
| Kurtosis | 16.428298 |
| Mean | 7.46623 |
| Median Absolute Deviation (MAD) | 0.9 |
| Skewness | 2.8655744 |
| Sum | 259093.11 |
| Variance | 4.1999912 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 7.45 | 302 | 0.9% |
| 7.5 | 286 | 0.8% |
| 7.125 | 280 | 0.8% |
| 7.75 | 271 | 0.8% |
| 7.175 | 270 | 0.8% |
| 7 | 268 | 0.8% |
| 7.475 | 262 | 0.8% |
| 7.625 | 262 | 0.8% |
| 7.775 | 261 | 0.8% |
| 7.4 | 259 | 0.7% |
| Other values (1328) | 31981 |
| Value | Count | Frequency (%) |
| 2.375 | 1 | < 0.1% |
| 2.45 | 1 | < 0.1% |
| 2.475 | 1 | < 0.1% |
| 2.5 | 1 | < 0.1% |
| 2.583333333 | 1 | < 0.1% |
| 2.6125 | 1 | < 0.1% |
| 2.625 | 3 | |
| 2.65 | 1 | < 0.1% |
| 2.666666667 | 1 | < 0.1% |
| 2.675 | 2 |
| Value | Count | Frequency (%) |
| 23.75 | 34 | |
| 23.71428571 | 1 | < 0.1% |
| 23.625 | 1 | < 0.1% |
| 23.5 | 5 | < 0.1% |
| 23.375 | 1 | < 0.1% |
| 23.35 | 1 | < 0.1% |
| 23.28571429 | 1 | < 0.1% |
| 23.25 | 4 | < 0.1% |
| 23.21428571 | 1 | < 0.1% |
| 23.11111111 | 1 | < 0.1% |
Z2
Real number (ℝ)
| Distinct | 1104 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 4 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.166525 |
| Minimum | 0 |
|---|---|
| Maximum | 130.8 |
| Zeros | 265 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 19.4 |
| Q1 | 31.6 |
| median | 39.6 |
| Q3 | 48.2 |
| 95-th percentile | 62.2 |
| Maximum | 130.8 |
| Range | 130.8 |
| Interquartile range (IQR) | 16.6 |
Descriptive statistics
| Standard deviation | 13.449629 |
|---|---|
| Coefficient of variation (CV) | 0.33484673 |
| Kurtosis | 1.2190007 |
| Mean | 40.166525 |
| Median Absolute Deviation (MAD) | 8.2 |
| Skewness | 0.26975867 |
| Sum | 1393858.7 |
| Variance | 180.89253 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 265 | 0.8% |
| 39.6 | 254 | 0.7% |
| 38.4 | 248 | 0.7% |
| 37.8 | 242 | 0.7% |
| 36 | 239 | 0.7% |
| 38.8 | 238 | 0.7% |
| 39.2 | 238 | 0.7% |
| 40.4 | 234 | 0.7% |
| 36.6 | 233 | 0.7% |
| 37.6 | 231 | 0.7% |
| Other values (1094) | 32280 |
| Value | Count | Frequency (%) |
| 0 | 265 | |
| 0.4 | 3 | < 0.1% |
| 0.4444444444 | 1 | < 0.1% |
| 0.6 | 3 | < 0.1% |
| 0.6666666667 | 1 | < 0.1% |
| 1 | 4 | < 0.1% |
| 1.111111111 | 1 | < 0.1% |
| 1.2 | 1 | < 0.1% |
| 1.4 | 1 | < 0.1% |
| 1.428571429 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 130.8 | 1 | |
| 129.2 | 1 | |
| 122.6 | 1 | |
| 113.6 | 2 | |
| 112 | 1 | |
| 110.8 | 1 | |
| 107.4 | 1 | |
| 106.8 | 1 | |
| 106 | 1 | |
| 103.8 | 1 |
Z3
Real number (ℝ)
| Distinct | 1148 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 4 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 99.896365 |
| Minimum | 46 |
|---|---|
| Maximum | 190 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 271.3 KiB |
Quantile statistics
| Minimum | 46 |
|---|---|
| 5-th percentile | 83.2 |
| Q1 | 92.2 |
| median | 98.6 |
| Q3 | 105.4 |
| 95-th percentile | 119.8 |
| Maximum | 190 |
| Range | 144 |
| Interquartile range (IQR) | 13.2 |
Descriptive statistics
| Standard deviation | 12.974069 |
|---|---|
| Coefficient of variation (CV) | 0.12987529 |
| Kurtosis | 9.1705848 |
| Mean | 99.896365 |
| Median Absolute Deviation (MAD) | 6.6 |
| Skewness | 1.8984033 |
| Sum | 3466603.7 |
| Variance | 168.32647 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 98.8 | 315 | 0.9% |
| 99.4 | 301 | 0.9% |
| 96.8 | 300 | 0.9% |
| 100 | 297 | 0.9% |
| 97.4 | 297 | 0.9% |
| 99 | 290 | 0.8% |
| 98.2 | 290 | 0.8% |
| 99.2 | 290 | 0.8% |
| 96 | 287 | 0.8% |
| 93.4 | 286 | 0.8% |
| Other values (1138) | 31749 |
| Value | Count | Frequency (%) |
| 46 | 1 | |
| 48.4 | 2 | |
| 48.66666667 | 1 | |
| 49.2 | 1 | |
| 54.6 | 2 | |
| 56 | 1 | |
| 56.2 | 1 | |
| 57.2 | 1 | |
| 58 | 2 | |
| 59 | 1 |
| Value | Count | Frequency (%) |
| 190 | 48 | |
| 189.7142857 | 2 | < 0.1% |
| 189 | 1 | < 0.1% |
| 188.2 | 1 | < 0.1% |
| 188 | 4 | < 0.1% |
| 187.1428571 | 2 | < 0.1% |
| 187.1111111 | 1 | < 0.1% |
| 187 | 2 | < 0.1% |
| 186.8 | 2 | < 0.1% |
| 186 | 5 | < 0.1% |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| uid | day_survey | pam | phq4_score | phq2_score | gad2_score | social_level | sse_score | stress | gender | race | OS | cohort_year | P1 | P2 | P3 | P4 | S1 | S2 | S3 | S4 | S5 | S6 | S7 | Z1 | Z2 | Z3 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 3569e2f520db9014b4acc4227a6421c1 | 2017-09-09 | 3.0 | 1.0 | 0.0 | 1.0 | 2.0 | 16.0 | 2.0 | both | white | Android | 2017.0 | 0.0 | NaN | NaN | NaN | 561.000000 | 2767.287472 | NaN | 6.0 | NaN | NaN | NaN | 14.500000 | 0.000000 | 116.0 |
| 1 | 3569e2f520db9014b4acc4227a6421c1 | 2017-09-10 | 3.0 | 2.0 | 1.0 | 1.0 | 3.0 | 13.0 | 2.0 | both | white | Android | 2017.0 | 0.0 | NaN | NaN | NaN | 694.500000 | 2737.717474 | NaN | 4.5 | NaN | NaN | NaN | 8.875000 | 23.000000 | 94.0 |
| 2 | 3569e2f520db9014b4acc4227a6421c1 | 2017-09-14 | 12.0 | 1.0 | 1.0 | 0.0 | 2.0 | 13.0 | 2.0 | both | white | Android | 2017.0 | 0.0 | 5.671473 | 14.160718 | 0.710007 | 483.166667 | 5548.611830 | 1.896759 | 5.5 | 45.830066 | 10.690133 | 67.645909 | 6.416667 | 31.666667 | 83.0 |
| 3 | 3569e2f520db9014b4acc4227a6421c1 | 2017-09-18 | 4.0 | 1.0 | 1.0 | 0.0 | 3.0 | 11.0 | 3.0 | both | white | Android | 2017.0 | 0.0 | 4.395330 | 14.969109 | 1.645656 | 357.500000 | 7865.060548 | 1.323502 | 5.5 | 34.394523 | 10.777046 | 61.982894 | 5.600000 | 39.000000 | 83.8 |
| 4 | 3569e2f520db9014b4acc4227a6421c1 | 2017-09-22 | 9.0 | 1.0 | 1.0 | 0.0 | 4.0 | 14.0 | 2.0 | both | white | Android | 2017.0 | 0.0 | 4.228635 | 15.282254 | 1.636484 | 308.000000 | 8556.029342 | 1.975143 | 6.0 | 34.447041 | 10.521750 | 65.976630 | 5.050000 | 45.200000 | 85.6 |
| 5 | 3569e2f520db9014b4acc4227a6421c1 | 2017-09-24 | 11.0 | 1.0 | 1.0 | 0.0 | 3.0 | 14.0 | 3.0 | both | white | Android | 2017.0 | 0.0 | 3.687871 | 13.416502 | 1.811246 | 713.300000 | 14766.231452 | 1.805797 | 6.4 | 24.023029 | 9.058917 | 59.807483 | 4.900000 | 47.200000 | 86.4 |
| 6 | 3569e2f520db9014b4acc4227a6421c1 | 2017-09-27 | 10.0 | 0.0 | 0.0 | 0.0 | 4.0 | 15.0 | 2.0 | both | white | Android | 2017.0 | 0.0 | 3.133734 | 12.457481 | 1.155785 | 862.500000 | 19906.398051 | 2.871229 | 5.9 | 25.000925 | 10.582148 | 62.742419 | 5.875000 | 41.000000 | 88.0 |
| 7 | 3569e2f520db9014b4acc4227a6421c1 | 2017-09-30 | 9.0 | 0.0 | 0.0 | 0.0 | 2.0 | 14.0 | 1.0 | both | white | Android | 2017.0 | 0.0 | 3.017122 | 10.791618 | 0.855095 | 849.900000 | 18808.536990 | 2.337948 | 6.6 | 27.630475 | 9.881591 | 57.936839 | 5.800000 | 39.800000 | 86.2 |
| 8 | 3569e2f520db9014b4acc4227a6421c1 | 2017-10-01 | 12.0 | 0.0 | 0.0 | 0.0 | 2.0 | 13.0 | 2.0 | both | white | Android | 2017.0 | 0.0 | 3.051682 | 10.688068 | 0.687200 | 896.400000 | 18723.676777 | 2.372523 | 6.4 | 29.000242 | 9.658909 | 57.746643 | 5.575000 | 43.600000 | 88.2 |
| 9 | 3569e2f520db9014b4acc4227a6421c1 | 2017-10-06 | 9.0 | 0.0 | 0.0 | 0.0 | 3.0 | 13.0 | 2.0 | both | white | Android | 2017.0 | 0.0 | 3.637883 | 12.774571 | 0.187365 | 384.100000 | 6135.313119 | 2.200079 | 6.0 | 28.118605 | 6.683116 | 51.678949 | 4.425000 | 58.400000 | 93.8 |
| uid | day_survey | pam | phq4_score | phq2_score | gad2_score | social_level | sse_score | stress | gender | race | OS | cohort_year | P1 | P2 | P3 | P4 | S1 | S2 | S3 | S4 | S5 | S6 | S7 | Z1 | Z2 | Z3 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 34696 | 2c4f43b2212eee5ba69563f139911138 | 2020-09-16 | 7.0 | 0.0 | 0.0 | 0.0 | 1.0 | 13.0 | 2.0 | M | white | iOS | 2018.0 | 11695.4 | 0.0 | 2.519306 | 0.0 | 7504.8 | 211140.924818 | 0.000000 | 0.5 | NaN | NaN | NaN | 7.875 | 39.2 | 102.2 |
| 34697 | 2c4f43b2212eee5ba69563f139911138 | 2020-09-24 | 3.0 | 0.0 | 0.0 | 0.0 | 1.0 | 13.0 | 2.0 | M | white | iOS | 2018.0 | 11295.8 | 0.0 | 0.000000 | 0.0 | 61.1 | 4131.199101 | 0.000000 | 0.9 | NaN | NaN | NaN | 7.025 | 36.4 | 92.6 |
| 34698 | 2c4f43b2212eee5ba69563f139911138 | 2020-09-26 | 7.0 | 0.0 | 0.0 | 0.0 | 5.0 | 12.0 | 2.0 | M | white | iOS | 2018.0 | 10816.2 | 0.0 | 0.000000 | 0.0 | 324.1 | 7439.467805 | 0.000000 | 1.3 | NaN | NaN | NaN | 7.125 | 37.6 | 94.6 |
| 34699 | 2c4f43b2212eee5ba69563f139911138 | 2020-10-10 | 5.0 | 0.0 | 0.0 | 0.0 | 3.0 | 13.0 | 2.0 | M | white | iOS | 2018.0 | 12388.6 | 0.0 | 0.000000 | 0.0 | 817.2 | 14194.948687 | 0.183444 | 2.7 | 5.530055 | 7.161071 | 26.44106 | 7.650 | 38.6 | 99.8 |
| 34700 | 2c4f43b2212eee5ba69563f139911138 | 2020-10-14 | 5.0 | 0.0 | 0.0 | 0.0 | 5.0 | 15.0 | 2.0 | M | white | iOS | 2018.0 | 11105.4 | 0.0 | 1.016167 | 0.0 | 1918.3 | 33832.911197 | 0.183444 | 2.8 | 5.530055 | 7.161071 | 26.44106 | 7.850 | 41.2 | 104.0 |
| 34701 | 2c4f43b2212eee5ba69563f139911138 | 2020-12-24 | 3.0 | 0.0 | 0.0 | 0.0 | 4.0 | 15.0 | 1.0 | M | white | iOS | 2018.0 | 22771.3 | 0.0 | 8.493889 | 0.0 | 3879.7 | 67682.634993 | 0.000000 | 2.5 | NaN | NaN | NaN | 5.950 | 33.6 | 81.2 |
| 34702 | 8617ddac1f48b148e3683738519b2e7a | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | iOS | 2018.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 34703 | ea716dd032aaa0dcf8bfa36b1811917f | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | iOS | 2017.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 34704 | df5e798581def8d477316520953b9171 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Android | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 34705 | e6d71fe4a3c10b075ae1cf51a2fe6cfd | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | iOS | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |